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thiagomes07/README.md
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👨‍💻 About Me

I’ve taken part in projects using a wide range of technologies, creating real impact for people and companies across different industries. I’ve delivered production solutions and MVPs for DELL, BTG Pactual, Contabilizei, Gerdau, and others. I’m comfortable working with modern tech stacks while also recognizing the value of more established technologies.

I’m currently looking for a junior or mid-level position, as I’m already operating beyond typical internship responsibilities and want to take on bigger challenges. I’m someone who cares about generating real impact, takes ownership seriously, and learns fast. Constant growth is what drives me, and, echoing Steve Jobs’s question, “What makes your heart sing?”, for me the answer is evolving in every way I can, personally and professionally.

Current Focus: Bridging the gap between Software Architecture and AI Engineering creating intelligent systems that are not only smart but also scalable, secure, and cost-effective.


🛠️ Tech Stack

AI & Machine Learning

Bedrock SageMaker RAG NLP Scikit-Learn Pandas

Cloud & Infrastructure (AWS)

AWS Lambda API Gateway SQS S3 EC2 RDS ECS ECR Transcribe Textract

DevOps & IaC

Terraform Docker GitHub Actions CI/CD

Languages

go logo python logo javascript logo typescript logo csharp logo html5 logo css3 logo

Backend & Frameworks

Go Frameworks .NET Node.js Express NestJS FastAPI

Frontend

react logo nextjs logo angular logo React Native TypeScript

Databases

postgresql logo mysql logo mongodb logo DynamoDB OpenSearch

Architecture & Methodologies

Serverless Event-Driven SOA Microfrontends REST APIs Agile/Scrum TDD

🚀 Featured Projects

🤖 Gerdau AI Automation Agent

Impact: 97% cost reduction | >99% efficiency gain (days → 30s)

Built an autonomous AI agent with Amazon Bedrock orchestrating a serverless event-driven architecture (API Gateway, SQS, Lambda). Integrated ServiceNow via webhooks and reverse-engineered Nexxera's HTTP layer to avoid costly RPA solutions.

Stack:

📊 BTG Pactual Event Calendar System

Impact: 95% risk reduction | Eliminated manual spreadsheets

Designed and developed a full-stack platform for investment fund event management. Built high-performance REST API in Go with PostgreSQL and React microfrontend with CVM regulatory compliance validation. System now processes 100% of events in production.

Stack:

🎙️ Comgás NLP Quality Pipeline

Impact: Scaled from 1% to 20%+ call analysis (150k+ calls/month)

Architected a 100% serverless, event-driven NLP pipeline on AWS. Automated quality analysis with Amazon Transcribe, SageMaker sentiment analysis, and OpenSearch semantic search. Deployed with Terraform IaC and GitHub Actions CI/CD.

Stack:

💼 Pati - Regtech with ML

Impact: Automated CVM 175 compliance | ML-powered recommendations

Built a regulatory technology platform with Service-Oriented Architecture (SOA) for investment portfolio compliance. Implemented ML recommendation engine to suggest optimal portfolio rebalancing. Containerized with Docker for AWS EC2 deployment.

Stack:



💡 What I Bring to the Table

  • Architectural Thinking: I don't just implement features, I design systems that scale, considering tradeoffs between performance, cost, and maintainability
  • End-to-End Ownership: From infrastructure provisioning with Terraform to AI agent orchestration and frontend UX
  • Business Impact Focus: Every line of code serves a measurable business outcome (see: 97% cost reduction, 99% efficiency gains)
  • Rapid Learning: Moved from monoliths (Node.js) to microservices (.NET) to serverless (AWS) in one academic year

🤝 Let's Build Something Great Together

I'm always open to discussing software architecture, AI engineering, or potential collaborations.

LinkedIn Portfolio

"The best architecture is the one that solves the right problem with the right tradeoffs."

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  1. DocuMind DocuMind Public

    Sistema de gerenciamento de documentos com OCR e IA. Extraia texto de notas fiscais e faturas, faça perguntas sobre o conteúdo e gerencie seus arquivos de forma inteligente.

    TypeScript

  2. inovacamp inovacamp Public

    Democratizando o acesso ao crédito: uma plataforma P2P descentralizada que utiliza IA para um score holístico com dados alternativos, e smart contracts em Blockchain para garantir transações globai…

    HTML

  3. sugarcane-weather-platform sugarcane-weather-platform Public

    Plataforma de monitoramento climático para produtores de cana-de-açúcar com análise contextualizada, recomendações automatizadas e compartilhamento de insights da comunidade.

    TypeScript

  4. tictactoe-dfgf tictactoe-dfgf Public

    Jogo da velha full-stack com estética retrô anos 90: frontend em Next.js, backend em Go, modos vs IA/local/remoto, sincronização em tempo real via WebSocket, chat contextual com LLM (AWS Bedrock) e…

    TypeScript